| Number of Variables | 18 |
|---|---|
| Number of Rows | 11534 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 2.2 MB |
| Average Row Size in Memory | 203.0 B |
| Variable Types |
|
| SHOTS_OFF_GOAL and CORNERS have similar distributions | Similar Distribution |
|---|---|
| GOAL_ATTEMPTS is skewed | Skewed |
| SHOTS_ON_GOAL is skewed | Skewed |
| SHOTS_OFF_GOAL is skewed | Skewed |
| BLOCKED_SHOTS is skewed | Skewed |
| CORNERS is skewed | Skewed |
| THROW_IN is skewed | Skewed |
| GOALKEEPER_SAVES is skewed | Skewed |
| FOULS is skewed | Skewed |
| COMPLETED_PASSES is skewed | Skewed |
| TACKLES is skewed | Skewed |
|---|---|
| ATTACKS is skewed | Skewed |
| DANGEROUS_ATTACKS is skewed | Skewed |
| ID has a high cardinality: 11534 distinct values | High Cardinality |
| ID has constant length 10 | Constant Length |
| OFFSIDES has constant length 1 | Constant Length |
| YELLOW_CARDS has constant length 1 | Constant Length |
| RED_CARDS has constant length 1 | Constant Length |
| ID has all distinct values | Unique |
| SHOTS_ON_GOAL has 2186 (18.95%) zeros | Zeros |
| SHOTS_OFF_GOAL has 1626 (14.1%) zeros | Zeros |
|---|---|
| BLOCKED_SHOTS has 4869 (42.21%) zeros | Zeros |
| FREE_KICKS has 1075 (9.32%) zeros | Zeros |
| CORNERS has 1892 (16.4%) zeros | Zeros |
| THROW_IN has 8646 (74.96%) zeros | Zeros |
| GOALKEEPER_SAVES has 2936 (25.46%) zeros | Zeros |
| COMPLETED_PASSES has 6338 (54.95%) zeros | Zeros |
| TACKLES has 5604 (48.59%) zeros | Zeros |
| ATTACKS has 4375 (37.93%) zeros | Zeros |
| DANGEROUS_ATTACKS has 4372 (37.91%) zeros | Zeros |
categorical
| Approximate Distinct Count | 11534 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 844.8 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | I7XF6FSRA1 |
|---|---|
| 2nd row | KGJs2ZzqA1 |
| 3rd row | 6XHk0D5eA1 |
| 4th row | KIrtyAcHA1 |
| 5th row | EFETfITFA1 |
| Count | 88544 |
|---|---|
| Lowercase Letter | 38858 |
| Space Separator | 0 |
| Uppercase Letter | 49686 |
| Dash Punctuation | 0 |
| Decimal Number | 26796 |
numerical
| Approximate Distinct Count | 71 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 48.6173 |
| Minimum | 13 |
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 13 |
|---|---|
| 5-th Percentile | 30 |
| Q1 | 40 |
| Median | 48 |
| Q3 | 57 |
| 95-th Percentile | 68 |
| Maximum | 98 |
| Range | 85 |
| IQR | 17 |
| Mean | 48.6173 |
|---|---|
| Standard Deviation | 11.6495 |
| Variance | 135.7117 |
| Sum | 560752 |
| Skewness | 0.06411 |
| Kurtosis | -0.3678 |
| Coefficient of Variation | 0.2396 |
numerical
| Approximate Distinct Count | 19 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.994 |
| Minimum | 0 |
| Maximum | 18 |
| Zeros | 212 |
| Zeros (%) | 1.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 3 |
| Median | 5 |
| Q3 | 7 |
| 95-th Percentile | 10 |
| Maximum | 18 |
| Range | 18 |
| IQR | 4 |
| Mean | 4.994 |
|---|---|
| Standard Deviation | 2.7183 |
| Variance | 7.3893 |
| Sum | 57601 |
| Skewness | 0.6886 |
| Kurtosis | 0.5485 |
| Coefficient of Variation | 0.5443 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.814 |
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 2186 |
| Zeros (%) | 18.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 11 |
| Range | 11 |
| IQR | 2 |
| Mean | 1.814 |
|---|---|
| Standard Deviation | 1.4843 |
| Variance | 2.2033 |
| Sum | 20923 |
| Skewness | 1.0276 |
| Kurtosis | 1.5485 |
| Coefficient of Variation | 0.8183 |
numerical
| Approximate Distinct Count | 13 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.1018 |
| Minimum | 0 |
| Maximum | 12 |
| Zeros | 1626 |
| Zeros (%) | 14.1% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 12 |
| Range | 12 |
| IQR | 2 |
| Mean | 2.1018 |
|---|---|
| Standard Deviation | 1.5726 |
| Variance | 2.4729 |
| Sum | 24242 |
| Skewness | 0.9492 |
| Kurtosis | 1.4199 |
| Coefficient of Variation | 0.7482 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.0781 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 4869 |
| Zeros (%) | 42.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| IQR | 2 |
| Mean | 1.0781 |
|---|---|
| Standard Deviation | 1.2421 |
| Variance | 1.5428 |
| Sum | 12435 |
| Skewness | 1.3717 |
| Kurtosis | 2.399 |
| Coefficient of Variation | 1.1521 |
numerical
| Approximate Distinct Count | 23 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.3662 |
| Minimum | 0 |
| Maximum | 22 |
| Zeros | 1075 |
| Zeros (%) | 9.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 9 |
| 95-th Percentile | 12 |
| Maximum | 22 |
| Range | 22 |
| IQR | 5 |
| Mean | 6.3662 |
|---|---|
| Standard Deviation | 3.3514 |
| Variance | 11.232 |
| Sum | 73428 |
| Skewness | -0.02175 |
| Kurtosis | -0.02315 |
| Coefficient of Variation | 0.5264 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.1015 |
| Minimum | 0 |
| Maximum | 11 |
| Zeros | 1892 |
| Zeros (%) | 16.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 2 |
| Q3 | 3 |
| 95-th Percentile | 5 |
| Maximum | 11 |
| Range | 11 |
| IQR | 2 |
| Mean | 2.1015 |
|---|---|
| Standard Deviation | 1.6552 |
| Variance | 2.7398 |
| Sum | 24239 |
| Skewness | 0.917 |
| Kurtosis | 0.9692 |
| Coefficient of Variation | 0.7876 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 4 |
| 4th row | 1 |
| 5th row | 3 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 2.7304 |
| Minimum | 0 |
| Maximum | 28 |
| Zeros | 8646 |
| Zeros (%) | 75.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 2 |
| 95-th Percentile | 14 |
| Maximum | 28 |
| Range | 28 |
| IQR | 2 |
| Mean | 2.7304 |
|---|---|
| Standard Deviation | 5.1143 |
| Variance | 26.1564 |
| Sum | 31492 |
| Skewness | 1.6644 |
| Kurtosis | 1.5531 |
| Coefficient of Variation | 1.8731 |
numerical
| Approximate Distinct Count | 11 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 1.5238 |
| Minimum | 0 |
| Maximum | 10 |
| Zeros | 2936 |
| Zeros (%) | 25.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 1 |
| Q3 | 2 |
| 95-th Percentile | 4 |
| Maximum | 10 |
| Range | 10 |
| IQR | 2 |
| Mean | 1.5238 |
|---|---|
| Standard Deviation | 1.3728 |
| Variance | 1.8846 |
| Sum | 17575 |
| Skewness | 1.0957 |
| Kurtosis | 1.574 |
| Coefficient of Variation | 0.9009 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 6.2094 |
| Minimum | 0 |
| Maximum | 17 |
| Zeros | 38 |
| Zeros (%) | 0.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 4 |
| Median | 6 |
| Q3 | 8 |
| 95-th Percentile | 11 |
| Maximum | 17 |
| Range | 17 |
| IQR | 4 |
| Mean | 6.2094 |
|---|---|
| Standard Deviation | 2.5952 |
| Variance | 6.7352 |
| Sum | 71619 |
| Skewness | 0.3937 |
| Kurtosis | 0.1031 |
| Coefficient of Variation | 0.418 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 743.4 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 11534 |
numerical
| Approximate Distinct Count | 370 |
|---|---|
| Approximate Unique (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 100.0656 |
| Minimum | 0 |
| Maximum | 530 |
| Zeros | 6338 |
| Zeros (%) | 54.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 204 |
| 95-th Percentile | 313 |
| Maximum | 530 |
| Range | 530 |
| IQR | 204 |
| Mean | 100.0656 |
|---|---|
| Standard Deviation | 119.8939 |
| Variance | 14374.5521 |
| Sum | 1.1542e+06 |
| Skewness | 0.6678 |
| Kurtosis | -0.9391 |
| Coefficient of Variation | 1.1982 |
numerical
| Approximate Distinct Count | 25 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 4.046 |
| Minimum | 0 |
| Maximum | 27 |
| Zeros | 5604 |
| Zeros (%) | 48.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 2.5 |
| Q3 | 8 |
| 95-th Percentile | 12 |
| Maximum | 27 |
| Range | 27 |
| IQR | 8 |
| Mean | 4.046 |
|---|---|
| Standard Deviation | 4.583 |
| Variance | 21.004 |
| Sum | 46666 |
| Skewness | 0.7301 |
| Kurtosis | -0.5331 |
| Coefficient of Variation | 1.1327 |
numerical
| Approximate Distinct Count | 108 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 31.666 |
| Minimum | 0 |
| Maximum | 138 |
| Zeros | 4375 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 39 |
| Q3 | 54 |
| 95-th Percentile | 72 |
| Maximum | 138 |
| Range | 138 |
| IQR | 54 |
| Mean | 31.666 |
|---|---|
| Standard Deviation | 27.2511 |
| Variance | 742.6244 |
| Sum | 365236 |
| Skewness | 0.03776 |
| Kurtosis | -1.3374 |
| Coefficient of Variation | 0.8606 |
numerical
| Approximate Distinct Count | 66 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 180.2 KB |
| Mean | 13.3791 |
| Minimum | 0 |
| Maximum | 67 |
| Zeros | 4372 |
| Zeros (%) | 37.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 13 |
| Q3 | 22 |
| 95-th Percentile | 36 |
| Maximum | 67 |
| Range | 67 |
| IQR | 22 |
| Mean | 13.3791 |
|---|---|
| Standard Deviation | 12.9714 |
| Variance | 168.2564 |
| Sum | 154315 |
| Skewness | 0.6184 |
| Kurtosis | -0.3099 |
| Coefficient of Variation | 0.9695 |